{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,31]],"date-time":"2026-01-31T02:45:33Z","timestamp":1769827533365,"version":"3.49.0"},"reference-count":31,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,7,18]],"date-time":"2022-07-18T00:00:00Z","timestamp":1658102400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,7,18]],"date-time":"2022-07-18T00:00:00Z","timestamp":1658102400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,7,18]]},"DOI":"10.1109\/cec55065.2022.9870236","type":"proceedings-article","created":{"date-parts":[[2022,9,6]],"date-time":"2022-09-06T19:28:14Z","timestamp":1662492494000},"page":"1-8","source":"Crossref","is-referenced-by-count":7,"title":["Optimizing Mixed-Asset Portfolios With Real Estate: Why Price Predictions?"],"prefix":"10.1109","author":[{"given":"Fatim Z.","family":"Habbab","sequence":"first","affiliation":[{"name":"School of Computer Science and Electronic Engineering, University of Essex,United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michael","family":"Kampouridis","sequence":"additional","affiliation":[{"name":"School of Computer Science and Electronic Engineering, University of Essex,United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/2598394.2605689"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-02538-9_13"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1080\/10835547.2016.12091884"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2004.10.014"},{"key":"ref12","first-page":"516","article-title":"Port-folio optimization using multi-obj ective genetic algorithms","author":"skolpadungket","year":"0","journal-title":"2007 IEEE Congress on Evolutionary Com-putation"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1080\/14445921.2012.11104348"},{"key":"ref14","article-title":"The role of malaysian securitised real estate in a mixed-asset portfolio","author":"lee","year":"2009","journal-title":"Journal of Financial Management of Property and Construction"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1080\/10835547.2017.12090463"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1108\/JERER-08-2015-0032"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1080\/14445921.2011.11104324"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1108\/JPIF-12-2010-0027"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2018.05.016"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1108\/14635780410525126"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2008.08.019"},{"key":"ref27","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/3927.001.0001","author":"mitchell","year":"1996","journal-title":"An Introduction to Genetic Algorithms"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1080\/10835547.2005.12089713"},{"key":"ref6","first-page":"520","article-title":"A prediction-based portfolio optimization model","author":"de freitas","year":"0","journal-title":"Proc 5st Int Symp Robot Automat"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.orp.2016.09.002"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3003819"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2020.106943"},{"key":"ref7","article-title":"Im-proved portfolio optimization combining multiobjective evolutionary computing algorithm and prediction strat-egy","volume":"1","author":"mishra","year":"2012","journal-title":"World Congress on Engineering"},{"key":"ref2","first-page":"54","article-title":"The role of commercial real estate in a multi-asset portfolio","volume":"59","author":"fisher","year":"1994","journal-title":"J Property Manag"},{"key":"ref9","author":"wiklund","year":"2020","journal-title":"Why include real estate and especially reits in multi-asset portfolios?"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1108\/JPIF-02-2015-0013"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.irfa.2011.06.009"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2019.01.008"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2016.12.032"},{"key":"ref24","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1007\/s10710-019-09359-z","article-title":"Applications of genetic programming to finance and economics: past, present, future","volume":"21","author":"kampouridis","year":"2020","journal-title":"Genetic Programming and Evolv-able Machines"},{"key":"ref23","article-title":"Opti-mizing mixed-asset portfolios involving reits","author":"habbab","year":"0","journal-title":"IEEE Symposium on Computational Intelligence for Financial Engineering Risk (CIFEr)"},{"key":"ref26","author":"michalewicz","year":"2013","journal-title":"Genetic algorithms+ data structures= evolution programs"},{"key":"ref25","article-title":"Genetic algorithms in search, optimization, and machine learning. addison","author":"goldberg","year":"1989","journal-title":"Reading"}],"event":{"name":"2022 IEEE Congress on Evolutionary Computation (CEC)","location":"Padua, Italy","start":{"date-parts":[[2022,7,18]]},"end":{"date-parts":[[2022,7,23]]}},"container-title":["2022 IEEE Congress on Evolutionary Computation (CEC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9870216\/9870201\/09870236.pdf?arnumber=9870236","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,3]],"date-time":"2024-10-03T09:46:18Z","timestamp":1727948778000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9870236\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,7,18]]},"references-count":31,"URL":"https:\/\/doi.org\/10.1109\/cec55065.2022.9870236","relation":{},"subject":[],"published":{"date-parts":[[2022,7,18]]}}}